Member

Kazuki ISHIZAKI

一貫制博士5年

kazuki.143@toki.waseda.jp

Education

April, 2020 Entered Graduate School of Advanced Science and Engineering, Waseda Univ.
March, 2020 Graduated from Department of Life Science and Medical Bioscience, Waseda Univ.
April, 2016 Entered Department of Life Science and Medical Bioscience, Waseda Univ.

Materials Informatics Group

Data-driven control of actuation Performance of photo-bending crystals

organic crystal, machine learning-based regression

Machine learning-driven optimization of the output force in photo-actuated organic crystals. Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi. Digital Discovery, 4(5), 1199-1208, (2025)
Unraveling the Structural and Property Differences between Highly Similar Chiral and Racemic Crystals Composed of Analogous Molecules. Kazuki Ishizaki, Daisuke Takagi, Toru Asahi, Masahiro Kuramochi, Takuya Taniguchi. Crystal Growth & Design, 23(7), 5330-5337, (2023)
Molecular screening for solid–solid phase transitions by machine learning. Daisuke Takagi, Kazuki Ishizaki, Toru Asahi, Takuya Taniguchi. Digital Discovery, 2(4), 1126-1133, (2023)
Superelasticity of a photo-actuating chiral salicylideneamine crystal. Takuya Taniguchi, Kazuki Ishizaki, Daisuke Takagi, Kazuki Nishimura, Hiroki Shigemune, Masahiro Kuramochi, Yuji C. Sasaki, Hideko Koshima, Toru Asahi. Communications Chemistry, 5(1), 4, (2022)
Actuation Performance of a Photo-bending Crystal Modeled by Machine Learning-based Regression. Kazuki Ishizaki, Ryota Sugimoto, Yuki Hagiwara, Hideko Koshima, Takuya Taniguchi, Toru Asahi. CrystEngComm, 23(34), 5839-5847, (2021)